works on
computational efficiency 1density estimation 1leave-one-out 1outlier detection 1unsupervised learning 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

stat.ME2026

A Leave-One-Out Influence Statistic for Density-Based Outlier Detection

Aurélien Nicosia, Thierry Duchesne, Michel Carbon

The paper introduces a computationally efficient leave-one-out influence score for density-based unsupervised outlier detection using the Linear-Blend Frequency Polygon estimator,…